1 10 5 https://repository.horizon.ac.id/files/original/b25417069b10d4769c98736de8162026.pdf 5e6b4db58a3f65d1ba5da0f126afc0e5 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 18 NO. 1 2024 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/issue/view/1107 Publisher An entity responsible for making the resource available ITB bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Prediction of On-time Student Graduation with Deep Learning Method Subject The topic of the resource deep learning; neural network; prediction; student graduation; student performance. Description An account of the resource Universities have an important role in providing quality education to their students so they can build a foundation for their future. However, aproblem that often arises is that the process experienced will be different for each individual. Therefore, it is necessary to apply on-time graduation predictions for students with academic attributes in the hope that educational institutions can better understand student conditions and maximize on-time student graduation. In this study, a deep learning method was implemented to help predict on-time graduation for students at the Faculty of Computer Science, University of Brawijaya. Based on the test results and hyperparameter tuning using Optuna, the best hyperparameter configuration for the deep learning method consisted of number of layer combinations = 4; first-layer nodes = 118; first dropout = 0.3393; second-layer nodes = 83; second dropout = 0.0349; third-layer nodes = 88; third dropout = 0.0491; fourth-layer nodes = 65; fourth dropout = 0.4169; number of epochs = 244; learning rate = 0.0710; and optimizer = SGD. Thus, an accuracy rate of 86.61% was achievedfor the two classes of the test dataset, i.e.,on-time graduation and not on-time graduation. Creator An entity primarily responsible for making the resource Nathanael Victor Darenoh1, Fitra Abdurrachman Bachtiar1,2,*& Rizal Setya Perdana1 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/article/view/20093/6851 Publisher An entity responsible for making the resource available Intelligent System Laboratory, Faculty of Computer Science, Universitas Brawijaya, Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://repository.horizon.ac.id/files/original/87343d698deaae35529e9179ed64e989.pdf 4c00fb8a1dbff7795b5a7ca53ed5214d Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 18 NO. 1 2024 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/issue/view/1107 Publisher An entity responsible for making the resource available ITB bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Skin Lesion Segmentation for Melanoma Using Dilated DenseUNet Subject The topic of the resource DenseUNet;melanoma;segmentation;skin cancer;skin lesion Description An account of the resource Melanoma, a highly malignant form of skin cancer, affects individuals of all genders and is associated with high mortality rates, especially in advanced stages. The use of tele-dermatology has emerged as a proficient diagnostic approach for skin lesionsandisparticularly beneficial in rural areas with limited access to dermatologists. However, accurately, and efficiently segmenting melanoma remains a challenging task due to the significant diversity observed in the morphology, pigmentation, and dimensions of cutaneous nevi. To address this challenge, we propose a novel approach called DenseUNet-169 with a dilatedconvolution encoder-decoder for automatic segmentation of RGB dermascopic images. By incorporating dilated convolution, our model improves the receptive field of the kernels without increasing the number of parameters. Additionally, we used a method called Copy and Concatenation Attention Block (CCAB) for robust feature computation. To evaluate the performance of our proposed framework, we utilizedthe International Skin Imaging Collaboration (ISIC) 2017 dataset. The experimental results demonstrate the reliability and effectiveness of our suggested approach compared to existing methodologies. Our framework achieveda high level of accuracy (98.38%), precision (96.07%), recall (94.32%), dice score (95.07%), and Jaccardscore(90.45%), outperforming current techniques. Creator An entity primarily responsible for making the resource Ammar S. Al-Zubaidi1,*, Mohammed Al-Mukhtar1,Mina H. Al-hashimi2& HarisIjaz3 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/article/view/21683/6659 Publisher An entity responsible for making the resource available Al-Mansour University College Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://repository.horizon.ac.id/files/original/66efc35161c98f7f5b8c05d3284ddcd1.pdf 43f2ce8fc463ae30cadaa010910ea18a Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 18 NO. 1 2024 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/issue/view/1107 Publisher An entity responsible for making the resource available ITB bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Performance Evaluation of Fractal Wavelet Packet Transform on Wireless Communication Systems Subject The topic of the resource fractal wavelet packet transform; M-ary phase shift keying (M-ary PSK); orthogonal wavelet division multiplexing (OWDM); Rayleigh frequency selective fading channel;spectrum efficiency;wireless communication system Description An account of the resource The performance of the phase shift keying (PSK) modulation technique over additive white Gaussian noise (AWGN)and multipath propagation channels generally becomes worse for higher-order modes. Therefore, a new modulation technique should be provided in order to have a system that iscapable of transmitting data with higher efficiency while maintaining better performance at the same time. This paper presents the development of a fractalwavelet packet transform incorporated withintheM-ary PSK system, namely M-ary PSK orthogonal wavelet division multiplexing (OWDM), which is proposed to obtain high performance of modulation in terms of spectrum efficiency and bandwidth resourcesintended for wireless communication systems. To demonstrate performanceimprovementover a Rayleigh frequency selective fading channeland in the presence of AWGN noise, the proposed system wasevaluated and compared to the basic modulation system and M-ary PSK employingorthogonal frequency division multiplexing (OFDM). The performance results show that M-ary PSK OWDM hadbetter performance in comparison with M-ary PSK OFDM and the conventional system. By utilizing 16subcarriers, QPSK OWDM achievedbit error rate performance improvement from 1.5×10-3to 1×10-4 forEb/N0of 20 dB with efficient bandwidth Creator An entity primarily responsible for making the resource Mohammad Ridwan Effendi1*, Rheyuniarto Sahlendar Asthan1,2& Achmad Munir Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/article/view/21350/6660 Publisher An entity responsible for making the resource available Institut Teknologi Bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://repository.horizon.ac.id/files/original/fd477cb1968cf45aeb709523e9a1e4dc.pdf 552ebc995b71cc3f7e69b25aaa036f26 Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 18 NO. 1 2024 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/issue/view/1107 Publisher An entity responsible for making the resource available ITB bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Investigating the Effect of m-Commerce Application’s Functional and Non-Functional Attributes on Usability and Continuance Intention Subject The topic of the resource continuance intention; functional attributes; m-commerce; non-functional attributes;usability Description An account of the resource The development of mobile commerce (m-commerce) applications has indicated a shift in goals from ease-of-use to sustainable use in the future. This shift has prompted changes in the combination of attributes that constitutethe usability of m-commerce applications. This study developed an m-commerce usability model that combines functional and non-functional attributes. The research data wascollected using questionnaires distributed to users living in Jakarta and was processed using the Partial Least Squares Structural Equation Modeling (PLS-SEM) technique. The results demonstrate that efficiency, satisfaction, and effectiveness can explain the usability of m-commerce applications. This study provedthat three non-functional usability attributes–productivity, navigation, and memorability–have a positive effect on efficiency, while two functional attributes of usability –content and security–positively influence effectiveness. The study furtherprovedthat beside non-functional attributes, functional attributes also play an important role in increasing the user experience in them-commerce context and thereby contribute to improvingthe usability of m-commerce systems and the continuance intention. The overall results of the study can be used in developing strategies for m-commerce application developers to design applications that can satisfy users and help them complete their tasks correctly and efficiently Creator An entity primarily responsible for making the resource Hotma Antoni Hutahaean1,2*, Iman Sudirman1,3& Rajesri Govindaraju1 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/article/view/22365/6661 Publisher An entity responsible for making the resource available Institut Teknologi bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar Bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text https://repository.horizon.ac.id/files/original/0e41649b64ca0846d2ec79de23e9b542.pdf 845a5fcc56aafb67992205571749b33b Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource VOL. 18 NO. 1 2024 Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/issue/view/1107 Publisher An entity responsible for making the resource available ITB bandung Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text Text A resource consisting primarily of words for reading. Examples include books, letters, dissertations, poems, newspapers, articles, archives of mailing lists. Note that facsimiles or images of texts are still of the genre Text. Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Performance of Interconnected Hybrid ZigBee-Optic for Extended Wireless Sensor Networks Subject The topic of the resource hybrid; optic; range; wireless sensor networks; ZigBee Description An account of the resource Wireless sensor networks (WSNs) are widely used to monitor remote areasfar away from the monitoring center. For large-scale or high-capacity WSNs, when they contain many sensor nodes, a transmission system with low latency and large bandwidthis required. In order to extend the network range,the use of optical communication is one of the alternativesto provide more capacity and a longerrange. This study discusses the performance of a range-extended WSN utilizing a hybrid of ZigBee and optic transmission. The performanceof the proposed method was evaluated by analyzing the throughput, delay per meter, package loss,and error, which were then compared toaZigBee-Wifi basedsystem. The experimentalresultsshowedthat the throughput of the hybrid ZigBee-Fiber Optic (ZigBee FO) system wasabout 12% greater than that of the ZigBee-Wifi system, and it transmittedthe sensor data with a significantly lowerdelay, reducedby83%,compared to the ZigBee-Wifi. The package loss and error of ZigBee-FOwas35.7% lower than that of ZigBee-Wifi. Based on these results, the ZigBee-FOWSN hasthe advantage of significantly improving network performance by reducing the transmission delay,therefore it is beneficial in extending the WSNrange.Keywords:hybrid; optic; range; wireless sensor networks; ZigBee.1IntroductionWireless sensor networks(WSNs) containseveral nodes with sensors to monitor site conditions [1]. Sensor nodes maybe located in areas that are difficult for humans to access due to their safety, distance, and also communication capabilities [2]. A ZigBee-based WSN isasensor network thatutilizesthe ZigBee standard, which is the key technology to implement massive and real-time monitoring,for example in smart cities,since it has low power consumption, a low price, and a large network capacity, and is reliable and secure [3]. ZigBee-based WSNs can haveup to tens of thousands connected nodes. However, if only a radio frequency (RF)-based wireless ad-hoc network is used in a large-scale sensor network, it requires too many hops,which causes address assignment and time delay problems [3], triggeringhazardous network congestion [2]. The Creator An entity primarily responsible for making the resource Octarina Nur Samijayani, Aina Sabrina, Raihan Zaky Thamrin, Dwi Astharini&Ary Syahriar Source A related resource from which the described resource is derived https://journals.itb.ac.id/index.php/jictra/article/view/22248/6687 Publisher An entity responsible for making the resource available Universitas Al Azhar Indonesia Date A point or period of time associated with an event in the lifecycle of the resource 2024 Contributor An entity responsible for making contributions to the resource Fajar bagus W Format The file format, physical medium, or dimensions of the resource PDF Language A language of the resource English Type The nature or genre of the resource Text